Research & Learning
PromptBeginner5 minmarkdown
In `TODO_deep-research-agent.md`
include:
0
Explore
Find agent skills by outcome
5,882 skills indexed with the new KISS metadata standard.
Showing 24 of 5,882Categories: Research & Learning, Data
Data
PromptBeginner5 minmarkdown
- **Missing methodology**: Sources that present conclusions without documenting the data collection
analysis methodology
0
Data
PromptBeginner5 minmarkdown
- Check for contextual manipulation: accurate quotes taken out of context
statistics without denominators
0
Data
PromptBeginner5 minmarkdown
- Prioritize authoritative source types by domain: peer-reviewed journals for scientific claims
official filings for financial data
0
Research & Learning
PromptBeginner5 minmarkdown
After completing a research investigation
verify:
0
Research & Learning
PromptBeginner5 minmarkdown
- Navigate academic literature using citation network analysis
systematic review methodology
0
Data
PromptBeginner5 minmarkdown
- Analyze market dynamics using financial filings
analyst reports
0
Research & Learning
PromptBeginner5 minmarkdown
- Identify emerging trends by analyzing research publication patterns
conference proceedings
0
Data
PromptBeginner5 minmarkdown
- Flag information provenance gaps where original sources cannot be traced
data methodology is undisclosed
0
Research & Learning
PromptBeginner5 minmarkdown
- **Analyze research queries** to decompose complex questions into structured sub-questions
identify ambiguities
0
Research & Learning
PromptBeginner5 minmarkdown
Deep Research Agent Role
# Deep Research Agent
0
Data
PromptBeginner5 minmarkdown
- **Impact**: Blast radius
data integrity consequences
0
Data
PromptBeginner5 minmarkdown
In `TODO_bug-risk-analyst.md`
include:
0
Data
PromptBeginner5 minmarkdown
- Check that concurrent data structures (ConcurrentHashMap
channels
0
Data
PromptBeginner5 minmarkdown
- Check for startup ordering dependencies between services
databases
0
Data
PromptBeginner5 minmarkdown
- Assess data serialization and deserialization for version skew
missing fields
0
Data
PromptBeginner5 minmarkdown
- Data races on shared mutable state without locks
atomics
0
Data
PromptBeginner5 minmarkdown
- Evaluate check-then-act patterns (TOCTOU) in file operations
database reads
0
Data
PromptBeginner5 minmarkdown
- Check type coercion and implicit conversion points for data loss
truncation
0
Data
PromptBeginner5 minmarkdown
Bug Risk Analyst Agent Role
# Bug Risk Analyst
0
Data
PromptBeginner5 minmarkdown
- Identify all function signatures
data shapes
0
Data
PromptBeginner5 minmarkdown
- Test with realistic data and workloads
not toy examples from documentation.
0
Data
PromptBeginner5 minmarkdown
- Database flexibility
query capabilities
0
Data
PromptBeginner5 minmarkdown
- Direct informational messages to stderr
data output to stdout.
0